Free tool that turns spreadsheet columns (Excel, SPSS data view or jamovi) into an APA 7 descriptive statistics table: n, mean, standard deviation, median, minimum and maximum, skewness and kurtosis, with the table note and the Results paragraph. It accepts a header row, decimal commas and empty cells as missing values, and uses the same skewness and kurtosis estimators as SPSS (G1 and G2; Joanes & Gill, 1998).
Worked example: 12 students with age, anxiety (GAD-7), self-esteem (Rosenberg) and screen hours. The table reports M and SD per variable, and none exceeds |2| skewness or |7| kurtosis, the thresholds of West, Finch and Curran (1995), so the distribution shape does not force a change of test.
Which columns does an APA 7 descriptives table need? At least n, M and SD; skewness and kurtosis if you are justifying parametric tests. Statistical abbreviations are italicized and defined in the note.
Paste your Excel or SPSS data and get the APA 7 descriptive statistics table (n, M, SD, median, skewness, kurtosis) with the results paragraph, ready for Word.
If you use it in your thesis or in a paper, cite it so that readers of your Methods section know how the calculation was done.
Ciudad-Fernández, V. (2026). APA descriptive statistics table generator [Web application]. Ciudad Science. Retrieved October 14, 2026, from https://analisisdedatospsicologia.com/en/tools/apa-descriptive-statistics-table-generator
For your Methods section: Descriptive statistics, including sample skewness and kurtosis (Joanes & Gill, 1998), were computed and formatted in APA 7 style with the Ciudad Science APA descriptive statistics table generator (Ciudad-Fernández, 2026).
@misc{ciudadfernandez2026tabladescriptivos,
author = {Ciudad-Fern{\'a}ndez, V{\'i}ctor},
title = {{APA descriptive statistics table generator}},
year = {2026},
publisher = {Ciudad Science},
howpublished = {Web application},
url = {https://analisisdedatospsicologia.com/en/tools/apa-descriptive-statistics-table-generator},
urldate = {2026-10-14},
note = {Accessed 2026-10-14},
}